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Multivariate, Multi-omic Analysis in 799,429 Individuals Identifies 134 Loci Associated with Somatoform Traits.
Christal N Davis1,2, Sylvanus Toikumo1,2, Alexander S Hatoum3
1Mental Illness Research, Education, and Clinical Center, Crescenz VAMC, Philadelphia, PA, USA.
Medrxiv : the Preprint Server for Health Sciences
|August 12, 2024
Summary
This study reveals the genetic underpinnings of somatoform traits, identifying novel genetic loci and brain-related gene functions. Findings link these traits to common psychopathology factors and suggest potential therapeutic targets and protective gut microbes.
Area of Science:
- Genetics
- Psychiatry
- Computational Biology
Background:
- Somatoform traits, characterized by physical symptoms without clear medical causes, are common and clinically challenging.
- Understanding the genetic architecture of somatoform disorders is crucial for advancing diagnostic and therapeutic strategies.
Purpose of the Study:
- To investigate the genetic basis of somatoform traits using a large-scale genome-wide association study (GWAS) and multi-omic analyses.
- To identify genetic loci, biological pathways, and potential therapeutic targets associated with a common somatoform factor.
Main Methods:
- Multivariate genome-wide association study (GWAS) and multi-omic analysis in 799,429 individuals of European ancestry.
- Genomic structural equation modeling to identify loci associated with a somatoform common factor.
- Gene-property analyses, drug repurposing, and Mendelian randomization to explore biological mechanisms and therapeutic potential.
Main Results:
- Identified 134 loci associated with a somatoform common factor, including 8 novel loci.
- Highlighted enrichment of genes involved in synaptic transmission and brain gene expression.
- Found substantial genetic overlap with psychopathology factors and associations with obesity, Type 2 diabetes, and mood/anxiety disorders.
- Suggested MEK inhibitors as potential therapeutics and identified protective effects of gut microbiota, such as *Ruminococcus bromii*.
Conclusions:
- The study elucidates the complex genetic architecture of somatoform traits, revealing significant polygenic overlap with psychiatric disorders.
- Identified novel genetic loci and biological pathways, offering potential targets for drug repurposing and novel therapeutic strategies.
- Provides biological insights into the etiology of somatoform traits, paving the way for improved clinical management.
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